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Fundamentals of Optimization Techniques with Algorithms (Paperback)
Loot Price: R3,176
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Fundamentals of Optimization Techniques with Algorithms (Paperback)
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Optimization is a key concept in mathematics, computer science, and
operations research, and is essential to the modeling of any
system, playing an integral role in computer-aided design.
Fundamentals of Optimization Techniques with Algorithms presents a
complete package of various traditional and advanced optimization
techniques along with a variety of example problems, algorithms and
MATLAB (c) code optimization techniques, for linear and nonlinear
single variable and multivariable models, as well as
multi-objective and advanced optimization techniques. It presents
both theoretical and numerical perspectives in a clear and
approachable way. In order to help the reader apply optimization
techniques in practice, the book details program codes and
computer-aided designs in relation to real-world problems. Ten
chapters cover, an introduction to optimization; linear
programming; single variable nonlinear optimization; multivariable
unconstrained nonlinear optimization; multivariable constrained
nonlinear optimization; geometric programming; dynamic programming;
integer programming; multi-objective optimization; and
nature-inspired optimization. This book provides accessible
coverage of optimization techniques, and helps the reader to apply
them in practice.
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